The Obama administration announced on Wednesday a new rule on investment advice that may change how millions of Americans choose their retirement investments — potentially saving them billions of dollars in the process.

By requiring all financial advisors to act in their clients' best interests, a criterion known as the fiduciary standard, the rule aims to protect investors from conflicted investment advice when they are exiting a workplace savings plan like a 401(k) and transferring their money into an IRA.